Find near-duplicate notes and merge them safely. Use when the user asks to "dedupe the KB", "find duplicate notes", "merge these notes", or after large research sessions that may have re-covered existing ground.
Re-verify time-sensitive claims in KB notes against live sources and apply visible corrections. Use when the user asks to "refresh the KB", "re-verify notes", "check what's gone stale", or on a schedule. Distinct from /kb-review (structural quality) — this checks whether the facts are still true.
Synthesize a coherent narrative explanation of a topic from multiple KB notes. Use when the user asks to "explain X from the KB", wants a structured overview/briefing woven from existing notes, or asks "what's the full picture on X".
Answer a single question and save the answer as an atomic note in the knowledge base. Use when the user poses a discrete factual/conceptual question they want captured for later, says "look this up and save it", "add this to the KB", or "note down the answer to X".
Agentic research loop that deeply investigates a topic via web search and saves findings as atomic notes
Audit the knowledge base for quality issues (orphans, broken links, missing citations, stale notes, tag drift) and suggest improvements. Use when the user asks to "review the KB", "check note quality", "find orphans/broken links/duplicates", or "what needs cleanup".
Search the knowledge base and synthesize a grounded answer from matching notes. Use when the user asks a question the KB likely covers, says "what do we know about X", "search the KB", "search my notes", or "answer from the KB".
Publish KB notes or synthesized reports as interactive HTML